Sang-Hoon Park | 62eeb53 | 2019-10-29 13:13:19 +0000 | [diff] [blame] | 1 | /* |
Michele Di Giorgio | d9eaf61 | 2020-07-08 11:12:57 +0100 | [diff] [blame] | 2 | * Copyright (c) 2019-2020 Arm Limited. |
Sang-Hoon Park | 62eeb53 | 2019-10-29 13:13:19 +0000 | [diff] [blame] | 3 | * |
| 4 | * SPDX-License-Identifier: MIT |
| 5 | * |
| 6 | * Permission is hereby granted, free of charge, to any person obtaining a copy |
| 7 | * of this software and associated documentation files (the "Software"), to |
| 8 | * deal in the Software without restriction, including without limitation the |
| 9 | * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or |
| 10 | * sell copies of the Software, and to permit persons to whom the Software is |
| 11 | * furnished to do so, subject to the following conditions: |
| 12 | * |
| 13 | * The above copyright notice and this permission notice shall be included in all |
| 14 | * copies or substantial portions of the Software. |
| 15 | * |
| 16 | * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR |
| 17 | * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, |
| 18 | * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE |
| 19 | * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER |
| 20 | * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, |
| 21 | * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE |
| 22 | * SOFTWARE. |
| 23 | */ |
Sang-Hoon Park | 62eeb53 | 2019-10-29 13:13:19 +0000 | [diff] [blame] | 24 | #include "arm_compute/core/Types.h" |
| 25 | #include "arm_compute/runtime/CL/CLTensor.h" |
| 26 | #include "arm_compute/runtime/CL/CLTensorAllocator.h" |
| 27 | #include "arm_compute/runtime/CL/functions/CLSoftmaxLayer.h" |
| 28 | #include "tests/CL/CLAccessor.h" |
| 29 | #include "tests/PaddingCalculator.h" |
| 30 | #include "tests/datasets/ShapeDatasets.h" |
| 31 | #include "tests/framework/Asserts.h" |
| 32 | #include "tests/framework/Macros.h" |
| 33 | #include "tests/framework/datasets/Datasets.h" |
| 34 | #include "tests/validation/Validation.h" |
| 35 | #include "tests/validation/fixtures/SoftmaxLayerFixture.h" |
| 36 | |
| 37 | namespace arm_compute |
| 38 | { |
| 39 | namespace test |
| 40 | { |
| 41 | namespace validation |
| 42 | { |
| 43 | namespace |
| 44 | { |
| 45 | /** Tolerance for float operations */ |
| 46 | RelativeTolerance<half> tolerance_f16(half(0.2)); |
| 47 | RelativeTolerance<float> tolerance_f32(0.001f); |
Sang-Hoon Park | 62eeb53 | 2019-10-29 13:13:19 +0000 | [diff] [blame] | 48 | } // namespace |
| 49 | |
| 50 | TEST_SUITE(CL) |
| 51 | TEST_SUITE(LogSoftmaxLayer) |
| 52 | |
| 53 | template <typename T> |
| 54 | using CLLogSoftmaxLayerFixture = SoftmaxValidationFixture<CLTensor, CLAccessor, CLLogSoftmaxLayer, T, true>; |
| 55 | |
| 56 | TEST_SUITE(Float) |
| 57 | TEST_SUITE(FP16) |
| 58 | FIXTURE_DATA_TEST_CASE(RunSmall, CLLogSoftmaxLayerFixture<half>, framework::DatasetMode::ALL, combine(combine(combine(datasets::SoftmaxLayerSmallShapes(), |
| 59 | framework::dataset::make("DataType", DataType::F16)), |
| 60 | framework::dataset::make("Beta", { 1.0f, 2.0f })), |
SiCong Li | 96209c7 | 2020-08-21 12:28:30 +0100 | [diff] [blame] | 61 | framework::dataset::make("Axis", { 0, -1 }))) |
Sang-Hoon Park | 62eeb53 | 2019-10-29 13:13:19 +0000 | [diff] [blame] | 62 | { |
| 63 | // Validate output |
| 64 | validate(CLAccessor(_target), _reference, tolerance_f16); |
| 65 | } |
| 66 | FIXTURE_DATA_TEST_CASE(RunLarge, CLLogSoftmaxLayerFixture<half>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::SoftmaxLayerLargeShapes(), |
| 67 | framework::dataset::make("DataType", DataType::F16)), |
| 68 | framework::dataset::make("Beta", { 1.0f, 2.0f })), |
morgolock | 9c7fed8 | 2020-08-05 12:30:56 +0100 | [diff] [blame] | 69 | framework::dataset::make("Axis", { 0 }))) |
Sang-Hoon Park | 62eeb53 | 2019-10-29 13:13:19 +0000 | [diff] [blame] | 70 | { |
| 71 | // Validate output |
| 72 | validate(CLAccessor(_target), _reference, tolerance_f16); |
| 73 | } |
| 74 | FIXTURE_DATA_TEST_CASE(Run4D, CLLogSoftmaxLayerFixture<half>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::SoftmaxLayer4DShapes(), |
| 75 | framework::dataset::make("DataType", DataType::F16)), |
| 76 | framework::dataset::make("Beta", { 1.0f, 2.0f })), |
SiCong Li | 96209c7 | 2020-08-21 12:28:30 +0100 | [diff] [blame] | 77 | framework::dataset::make("Axis", { 0, -3, 2 }))) |
Sang-Hoon Park | 62eeb53 | 2019-10-29 13:13:19 +0000 | [diff] [blame] | 78 | { |
| 79 | // Validate output |
| 80 | validate(CLAccessor(_target), _reference, tolerance_f16); |
| 81 | } |
Sang-Hoon Park | a0205b9 | 2020-07-07 09:36:09 +0100 | [diff] [blame] | 82 | TEST_SUITE_END() // FP16 |
Sang-Hoon Park | 62eeb53 | 2019-10-29 13:13:19 +0000 | [diff] [blame] | 83 | |
| 84 | TEST_SUITE(FP32) |
| 85 | FIXTURE_DATA_TEST_CASE(RunSmall, CLLogSoftmaxLayerFixture<float>, framework::DatasetMode::ALL, combine(combine(combine(datasets::SoftmaxLayerSmallShapes(), |
| 86 | framework::dataset::make("DataType", DataType::F32)), |
| 87 | framework::dataset::make("Beta", { 1.0f, 2.0f })), |
SiCong Li | 96209c7 | 2020-08-21 12:28:30 +0100 | [diff] [blame] | 88 | framework::dataset::make("Axis", { 0, 1 }))) |
Sang-Hoon Park | 62eeb53 | 2019-10-29 13:13:19 +0000 | [diff] [blame] | 89 | { |
| 90 | // Validate output |
| 91 | validate(CLAccessor(_target), _reference, tolerance_f32); |
| 92 | } |
| 93 | FIXTURE_DATA_TEST_CASE(RunLarge, CLLogSoftmaxLayerFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::SoftmaxLayerLargeShapes(), |
| 94 | framework::dataset::make("DataType", DataType::F32)), |
| 95 | framework::dataset::make("Beta", { 1.0f, 2.0f })), |
morgolock | 9c7fed8 | 2020-08-05 12:30:56 +0100 | [diff] [blame] | 96 | framework::dataset::make("Axis", { 0 }))) |
Sang-Hoon Park | 62eeb53 | 2019-10-29 13:13:19 +0000 | [diff] [blame] | 97 | { |
| 98 | // Validate output |
| 99 | validate(CLAccessor(_target), _reference, tolerance_f32); |
| 100 | } |
SiCong Li | 96209c7 | 2020-08-21 12:28:30 +0100 | [diff] [blame] | 101 | FIXTURE_DATA_TEST_CASE(Run4D, CLLogSoftmaxLayerFixture<float>, framework::DatasetMode::ALL, combine(combine(combine(datasets::SoftmaxLayer4DShapes(), |
| 102 | framework::dataset::make("DataType", DataType::F32)), |
| 103 | framework::dataset::make("Beta", { 1.0f, 2.0f })), |
| 104 | framework::dataset::make("Axis", { 0, -4, 3 }))) |
Sang-Hoon Park | 62eeb53 | 2019-10-29 13:13:19 +0000 | [diff] [blame] | 105 | { |
| 106 | // Validate output |
| 107 | validate(CLAccessor(_target), _reference, tolerance_f32); |
| 108 | } |
Sang-Hoon Park | a0205b9 | 2020-07-07 09:36:09 +0100 | [diff] [blame] | 109 | TEST_SUITE_END() // FP32 |
| 110 | TEST_SUITE_END() // Float |
| 111 | TEST_SUITE_END() // LogSoftmaxLayer |
| 112 | TEST_SUITE_END() // CL |
Sang-Hoon Park | 62eeb53 | 2019-10-29 13:13:19 +0000 | [diff] [blame] | 113 | } // namespace validation |
| 114 | } // namespace test |
| 115 | } // namespace arm_compute |